grapesAgri1: Collection of shiny applications for data analysis in Agriculture-Part 1

General R-shiny based Analysis Platform Empowered by Statistics in Agriculture part-1 (grapesAgri1)

R-Package for Data Analysis in Agriculture.

Version : 0.1.0; Copyright (C) 2021-2025: Kerala Agricultural University; License: GPL-3

Gopinath, P. P.¹, Parsad, R.², Joseph, B.¹, Adarsh, V.S.³

1. Department of Agricultural Statistics, College of Agriculture, Vellayani, Kerala Agricultural Univesity.
2. ICAR-Indian Agricultural Statistics Research Institute, New Delhi.
3. Department of Agricultural Statistics, BCKV, West Bengal

Introduction

Installation

The package can be installed from CRAN as follows:

``` r

Install from CRAN

install.packages('grapesAgri1', dependencies=TRUE) ```

The development version can be installed from github as follows:

``` r

Install grapesAgri1 development version from Github using the code below:

if (!require('devtools')) install.packages('devtools') devtools::install_github("pratheesh3780/grapesAgri1") ```

usage

r grapesAgri1::descApp() # descriptive Statistics and Visualization grapesAgri1::corrApp() # Correlation Analysis grapesAgri1::ttApp() # Compare Means grapesAgri1::crdApp() # Completely Randomized Design grapesAgri1::layoutApp() # Field layout of experiments grapesAgri1::rbdApp() # Randomized Block Design

Apps included in the package

|Sl. No.| App Title | Function to call |Remark | |:-----:| :----------- | :-----------:|:----------------| |1|Descriptive Statistics and Visualization | descApp() |Summary Statistics, Summary Statistics by Group, Box plot, Histogram, Q-Q plot and Shapiro-Wilk's test| |2|Correlation Analysis | corrApp() | Simple correlation, Correlation Matrix, correlogram and scatterplot| |3|Compare Means: Small samle tests | ttApp() | One sample t-test, Two sample unpaired t-test, paired t-test, Two sample unpaired Welch t-test, F test, Box plot, Paired Plot| |4|Completely Randomized Design | crdApp() |One-way Analysis of variance (equal and unequal replication), Multiple comparison test, boxplot and barchart with confidence interval| |5|Field layout of experiments | layoutApp() |Field layout of following designs can be obtained: Completely Randomized Design (CRD), Randomized Complete Block Design (RCBD), Split-plot design, Strip-plot design, Augmented RCBD| |6|Randomized Block Design | rbdApp() |Two-way Analysis of variance, Multiple comparison test, boxplot and barchart with confidence interval|

Further Reading

To know more about analysis tools included in the package see the following links 1. Design and Analysis of experiments. 2. Correlation Analysis. 3. Hypothesis Testing. 4. Descriptive statistics and Exploratory data analysis. 5. Test for significance.

Glimpse to grapesAgri1 in Action!

It is very user friendly. Just upload your file in CSV format.

Note: we apologize that in grapesAgri1 version 1.0.0 in CRAN you may not be able to download model data set in crdApp()and rbdApp(). Issue will be cleared in the version 1.1.0 releasing by next month. You can instead download from github where the issue is resolved.

Thank You

See below for some random images of GUI of grapesAgri1

Community guidelines

Report Issues:

• Questions, feedback, bug reports: please open an issue in the issue tracker of the project.

Contribution to the software:

• Please open an issue in the issue tracker of the project that describes the changes you would like to make to the software and open a pull request with the changes. The description of the pull request must reference the corresponding issue.